{"id":"W4247943553","doi":"10.1109/ipta.2019.8936076","title":"IPTA 2019 Program","year":2019,"lang":"en","type":"article","venue":"","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002028572,0.0004935901,0.0003527812,0.001730127,0.002459118,0.003119101,0.001864834,0.001865568,0.6361058],"category_scores_gemma":[0.00458993,0.00032918,0.0006043438,0.0008060809,0.0004590513,0.001082002,0.00357706,0.002129954,0.4003205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002714571,"about_ca_system_score_gemma":0.01071388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006036826,"about_ca_topic_score_gemma":0.01603687,"domain_scores_codex":[0.9986184,0.0002022297,0.00002306588,0.0001468348,0.0007082563,0.0003011375],"domain_scores_gemma":[0.9960168,0.0002488139,0.00009167985,0.0002521329,0.001437953,0.001952611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007776175,0.0001822814,0.0002403828,0.00005071252,0.00000253411,0.00002411544,0.00003196557,0.00002879114,0.0003243025,0.004108153,0.9378339,0.05709515],"study_design_scores_gemma":[0.00002657448,0.00003333825,0.0006606746,0.00002320468,0.000002021368,0.00003322988,0.0000283448,0.00007840413,0.0001733581,0.0007915068,0.9981463,0.000003175791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001327805,0.0002636086,0.002760238,0.0105308,0.002828898,0.0006632664,0.009244914,0.003079969,0.9693006],"genre_scores_gemma":[0.004062538,0.0001614508,0.001568377,0.003826348,0.0005149589,0.0003943965,0.005580534,0.0004852271,0.9834062],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6361058,"threshold_uncertainty_score":0.5190508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04033746247115274,"score_gpt":0.4829989601805896,"score_spread":0.4426614977094369,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}